INTRODUCTION
Entomopathogenic fungi (EPF) are recognized as excellent biocontrol agents to form part of any integrated pest management (IPM) program due to their capacity to infect a wide range of arthropod pests in a unique way of action, by contact (
1–7). Also, they can interact with crops and establish mutualistic interactions that not only protect them against arthropod pests but could also bring benefits to the plant such as plant nutrient acquisition improvement, enhancement of growth and development, immunity, and resistance to other biotic and abiotic stresses (
8–19). These functions of EPF led to several multitrophic interactions with important roles in biocontrol (
20). Indeed, most EPF species are an important component of the soil microbiota and widely used to control soil-dwelling insect pests, and even well-known rhizosphere-competent microorganism, especially
Metarhizium spp. (
4,
21–25). In addition to the ability of most EPF to endophytically colonize plant tissues, several species have been shown to provide a systemic protection to the plant by the activation of induced resistance (
26–28). This indirect effect of EPF has been poorly studied compared to other, nonentomopathogenic microorganisms with a proven ability to confer resistance on plants, for which several references can be found in the literature, such as bacteria (
29–32), mycorrhizae (
33–35), and especially the genus
Trichoderma (
36–41), where this indirect effect has been widely studied. In the case of EPF, although some cases of induction of the expression of several genes related to induced resistance have been described, the lethal and sublethal effects shown in these works have been ascribed to the fungus presence in the plant tissues (
26,
42); in the case of the
Metarhizium genus, the works that can be found in the literature about the induction of systemic resistance are too scarce (
42,
43).
Induced resistance refers to the phenomenon that occurs when susceptible plants, as the result of a primary infection by a microbial pathogen, or attack by herbivores or by the interaction with parasitic or nonpathogenic microorganisms, develop defense responses or enhanced genetically programmed resistance to further attack (
44–47). Some studies reported upregulation of ethylene (ET), jasmonic acid (JA), salicylic acid (SA), and pathogen-related (PR) genes as endogenous responses of resistant genotypes against phytopathogens such as
Phytophthora capsici and
Phytophthora melonis (
48,
49) or as a result of inoculation/interaction with other microorganisms like bacteria or mycorrhizal fungi (
32,
50). Recently, several works have been published that show the effects of EPF on the enhancement of plant defense systems and their lethal and sublethal effects on some pests by direct contact with the fungus strain or by feeding on endophytically colonized tissues (
2,
26,
42).
Induced resistance is classified into two types, namely, induced systemic resistance (ISR) and systemic acquired resistance (SAR); SAR is triggered by plant pathogens, and ISR is triggered by root-colonizing mutualistic microbes, generally inhabitants of the rhizosphere (
19,
51–54); likewise, when plants are exposed to nonpathogenic microbes, SAR also can be induced (
19). Pathogen infection is sensed by innate immune receptors. The binding of conserved microbial molecules (pathogen-associated molecular patterns [PAMPs]) by immune receptors induces PAMP-triggered immunity (PTI), which provides early protection. As a consequence of the coevolution of host and pathogen, PTI is suppressed by pathogen-derived virulence factors (effectors) which are released to host cells to facilitate infection. The recognition of specific pathogen effectors by intracellular nucleotide-binding/leucine-rich-repeat (NLR) receptors activates the effector-triggered immunity (ETI). ETI induces PTI-associated defense pathways, including the production of reactive oxygen species (ROS), mobilization of Ca
2+-dependent protein kinase and mitogen-activated protein kinase (MAPK) signaling cascades, generation of the phenolic hormone SA, and transcriptional reprogramming (
55).
ISR responses are mainly regulated by ET and JA and typically independent of SA and function without PR gene activation (
45,
47,
49,
51,
52,
56–59). In contrast, SAR is associated with pathogen infection, and it is characterized by increased SA levels which, through the redox-regulated protein non-expressor of PR genes 1 (NPR1), activate the expression of a large set of PR genes involved in defense responses (
47,
51,
52,
57,
58,
60,
61). SA accumulation can be controlled by some protein regulators, such as enhanced disease susceptibility 1 (EDS1), phytoalexin-deficient 4 (PAD4), EDS4, EDS5, and non-race-specific disease resistance 1 (NDR1); likewise, SA can enhance the expression of EDS1/PAD4/SAG101 through a positive-feedback loop (
54).
The cross-communication between these hormone signals permits the plant to finely balance the defense response (
62). ET and JA act in an antagonistic way to regulate plant responses against cold, drought, and salinity stress (
63,
64); however, against necrotrophic fungi and wounds, ET and JA act synergistically to coordinate plant defense responses (
54,
65). SA inhibits the JA/ET pathway by the activation of NPR1. The cross-point between JA and ET signaling pathways occurs at the level of ERF1, an ET response factor. JA can promote the activation of MYC2 transcription factor to induce the JA response signal through the interaction between JAZ, a repressor of JA signaling, and the SCFCOI1 ubiquitin ligase, which results in the ubiquitination of the JAZ protein and its degradation by the 26S proteasome (
54). JAZ1 can also interact with DELLA proteins, which result in increased JA signaling and decreased SA (
66). The DELLA family proteins are key regulators of GA signaling that repress transcription of GA-responsive genes (
67). Low GA hormone levels and high ET levels result in a high abundance of DELLA proteins. An increase in GA hormone levels results in GA binding its receptor GID1, which induces interaction with DELLA proteins. The GA-GID1-DELLA complex interacts with SCFSLY1/GID2, an E3 ubiquitin ligase, targeting it for proteasomal degradation, which results in a decrease of DELLA abundance. This reduction in DELLAs initiates transcription of gibberellin response genes and release of JAZ1, which results in an increase of SA signaling (
66).
Induced resistance, including ISR and SAR, is associated with an enhanced ability to resist pathogen attack by stronger activation of cellular defense responses (
68–72); this enhanced ability or activation of defense is known as “priming” (
46,
68–70,
73,
74). Originally, priming was described as an enhanced resistance in response to natural or synthetic chemical agents (
56,
71,
75). Nowadays, priming has been described in response to rhizosphere microbes, EPF, or pathogens (
17,
51,
62,
68–70,
76); in this sense, plant defense priming could be used as an integrated pest management strategy for crop protection (
27,
28).
Some of these ISR inducer microorganisms also promote plant growth and development (
77) and favor Fe acquisition in plants (
18,
78–83). This is in part due to the common involvement of ET and nitric oxide (NO) in the regulation of both processes and because of the cross talk among ET and JA signaling pathways (
52). The effect of these microorganisms on the improvement of Fe nutrition is related to their ability to upregulate key genes related to Fe acquisition, such as
FIT,
MYB72,
IRT1, and
FRO2 (
18,
52,
77,
78). On the other hand, MYB72, a key transcription factor (TF) in ISR activation, also participates in the regulation of the Fe deficiency responses through its interaction with FIT TF, a key regulator of Fe deficiency responses.
Due to this cross talk among Fe deficiency responses and ISR in the present work, we aimed to evaluate the ability of
Metarhizium brunneum Petch (Hypocreales: Clavicipitaceae) strain EAMa 01/58-Su to induce defense responses in cucumber and melon plants under two nutritional conditions, Fe sufficiency and deficiency, to highlight the cross talk among biotic and abiotic stresses. Relative expression of several genes involved in the JA, SA, and ET synthesis/signaling pathways as well as the induction of PR protein genes was studied. Furthermore, we evaluated the effect of root priming by the EAMa 01/58-Su strain on the survival and development of larvae of the cotton leafworm,
Spodoptera littoralis (Boisduval) (Lepidoptera: Noctuidae), a widely distributed, very dangerous polyphagous insect pest that has been previously demonstrated to be susceptible to this fungal strain either by contact or by feeding on endophytically colonized tissues (
2).
DISCUSSION
The phenomenon of priming is important for the development of new control methods because priming provides resistance against a broad spectrum of harmful agents significantly affecting growth and fruit or seed production (
27,
28,
84,
85). Since it has been shown that priming usually involves epigenetic changes, a transgenerational priming phenomenon can occur (
27,
86,
87), as has been shown in several works with natural and chemical compounds (
86), with microorganisms such as
Pseudomonas syringae (
88–90), or by herbivore attack (
85,
88). Recent works have demonstrated that evolutionary relatives of
Metarhizium, such as
Trichoderma atroviride, can transmit the priming and the plant growth promotion effect to the next generation (
36,
91); however, the inherited priming phenomenon does not always take place, since experimental conditions can be decisive (
92). Furthermore, the priming and subsequent induction of resistance and Fe acquisition-related genes are usually interconnected by common regulators such as ET, JA, and NO, and it has even been recently shown that the inoculation of
Arabidopsis thaliana plants with
Botrytis cinerea activates Fe deficiency and resistance responses to
B. cinerea through the induction of ET biosynthesis genes
SAM1 and
SAM2 (
52,
93).
In the case of EPF, priming could be a very interesting strategy as it is an added value for the fungal efficacy when used for pest control. Usually, microorganism inducers of ISR also promote plant growth and development (
77) and favor Fe acquisition (
18,
78–83). In the present work, we show the ability of the EPF
M. brunneum to trigger both SA- and JA/ET-dependent priming in cucumber and melon seedlings with lethal and sublethal effects on
S. littoralis fed on primed plants. In other works it is demonstrated that at short times,
Trichoderma induces SA-dependent defenses and then later activates JA/ET-dependent defenses (
94,
95), similarly to what occurred in our study with
M. brunneum. In the case of
Trichoderma it is accepted that the plant can modulate
Trichoderma-activated priming depending on the pathogen cycle, as is the case with root knot nematodes (RKN) (
91,
96), and four timing stages can be identified (
38). In addition, the fluctuating defense response is also effective against abiotic stresses and is more evident when the stress is present (
97). Other beneficial fungi, such as EPF, can be expected to exert similar positive effects to a greater or lesser extent.
In general, gene expression levels obtained in cucumber and melon were similar, with a clear induction of all SA, JA, ET, and PR protein genes in shoots of both plant species studied at different times after root priming. The results obtained show the cross talk among ISR and the nutritional status of plants since in general we observed higher relative expression levels in shoots of primed plants under Fe-deficient conditions over the 7 days after the first priming. However, after the second priming, the tendency changed and higher relative expression levels of JA, SA, and ET-related genes were observed in shoots of primed plants under Fe-sufficient conditions. Our results demonstrated induction of the expression of ET biosynthesis genes (
ACO1,
ACO3, and
ACS7 from cucumber and
ACO1,
ACO3,
ACO5, and
ACS7 in melon) in shoots and roots of primed plants under both nutritional conditions at different times over the 15 monitored days. Besides ET biosynthesis, relative expressions of ET signaling pathway genes,
EIN2 and
EIN3, two key proteins in the ET signaling pathway, and
MELO3CO19787, which encodes an ERF transcription factor, were significantly induced in shoots and roots under both nutritional conditions. These results would indicate that
M. brunneum priming affects not only ET biosynthesis but ET signaling, therefore making plants more sensitive to this hormone. These results are in concordance with those of Aparicio et al. (
78), who have studied several genes related to ET biosynthesis (
ACO1 and
ACO3) and signaling (
EIN2 and
EIN3) in cucumber roots in Fe-sufficient and -deficient plants inoculated with the nonpathogenic strain
Fusarium oxysporum FO12 over 4 days and found a significant induction of the genes studied in inoculated plants at different times independently of the nutritional status.
On the other hand, we studied several JA and SA-biosynthesis-related genes in cucumber (
LOX1,
LOX2, and
PAL) and melon plants (
LOX2 and
MELO3CO14632) with an important and significant increase in shoots of primed plants. However, the relative expression of JA and SA in roots was also enhanced by
M. brunneum in comparison with their respective controls. For some genes like
MELO3CO14222, which encodes phenylalanine ammonia lyase, an enzyme involved in SA biosynthesis, the expression was detected only in shoots with a high relative expression level reaching 164-fold change at 4 dpp under Fe-sufficient conditions. Similar results were obtained with PR protein-encoding genes
PR3,
PR1-1a, and
CsWRKY20 in cucumber and
PR1 and
PR9 in melon plants; their relative expression levels were enhanced in roots and shoots of primed plants under both nutritional conditions. It is worth noting that the second priming led to an additional enhancement of expression level, namely, the case of
LOX1, whose relative expression values reached more than a 500-fold change at 15 dpp. These results suggest that the optimization of application times would play a very important role in the resistance induction. In general, little is known about the role of EPF as ISR inducers. Some works have revealed that endophytism by
Beauveria bassiana,
M. brunneum, and
Metarhizium robertsii leads to an increase in the relative expression of ET (
ERF-1,
ACS1,
WRKY51), JA (
LOX1,
LOXF,
AOS,
AOC,
OPR7,
MPI,
JAZ1-5A) and SA (
PR1,
PR1-1-like,
PR2,
PR4, PR5,
BGL,
PAL,
PBS1) pathway-associated genes in grapevine, faba beans, maize, tomato, and wheat (
26,
42,
43,
98), whereas the possible impact of such induction on insect survival and fitness remains unknown.
Our study shows lethal and sublethal effects on
S. littoralis fed with shoots of primed cucumber plants. Even if mortality rates were not too high (up to 8%), significant sublethal effects were recorded with decreased larval and pupal weight, increased larval development time, and abnormality of pupae. The efficacy of the EAMa 01/58-Su strain of
M. brunneum has been demonstrated against noctuid larvae with high mortality values when directly applied to the insect larvae (up to 80%) (
5), when larvae were fed with treated plants (up to 50%) (
7), and when larvae were fed with or endophytically colonized plants (up to 20%) (
2). However, similar to our study, no fungal outgrowth was recorded in any of the dead larvae. In this sense, larval mortality could be explained by the capacity of this strain to produce destruxin toxins (
99,
100) or by the ISR-SAR induction as shown in the present work in which larvae were fed with leaves of noncolonized primed plants that showed high relative expression levels of several genes related to ET biosynthesis (
ACO1,
ACO3, and
ACS7) and signaling (
EIN2 and
EIN3) and JA and SA biosynthesis (
LOX1,
LOX2, and
PAL). In this regard our work shows that the lethal and sublethal effects recorded were a direct consequence of
M. brunneum priming. Related studies indicated that the effects on insect pests are outputs of endophytic colonization and the subsequent enhancement of ISR induction (
42,
101–103). Likewise, other studies reported upregulation of ET, JA, SA, and PR-related genes as endogenous responses of resistant genotypes against phytopathogens like
Phytophthora capsici and
P. melonis (
48,
49) or as a result of the inoculation/interaction with other microorganisms like bacteria (
32) or mycorrhizal fungi (
50). Recently, Di Lelio et al. (
40) showed very similar lethal and sublethal effects on
S. littoralis larvae fed on tomato plants treated by seed coating with
Trichoderma afroharzianum. However, these effects were attributed to gut dysbiosis as a result of plant colonization which led to resistance enhancement. In our study, we showed that the ISR-SAR induction is not necessarily related to endophytic colonization and may cause important effects on insect pest fitness.
Conclusions.
Our results evidence the role of the M. brunneum EAMa 01/58-Su strain as an ISR-SAR inducer, by triggering both SA- and JA/ET-dependent priming, and the benefits of this resistance activation for S. littoralis management. Also, the cross talk between the ISR-SAR induction, insect pest control, and the Fe nutritional status of the plant is highlighted. This study contributes to the knowledge of new functions of EPF that could be integrated as innovative IPM strategies.
MATERIALS AND METHODS
Biological material.
Two species of Cucurbitaceae (Cucumis melo L. var. Futuro and Cucumis sativus L. var. Ashley; Semillas Fitó, S.A., Barcelona, Spain) and S. littoralis (Lepidoptera: Noctuidae) were used to study the effects of priming with an entomopathogenic fungus on the responses and expression of both induced and acquired systemic resistance.
Growth conditions.
Plants were grown under controlled conditions as described by García et al. (
104). Briefly, seeds of both species were sterilized with 1% sodium hypochlorite for 5 min, with constant stirring, then washed twice with sterilized water and placed on absorbent paper moistened with 5 mM CaCl
2, covered with the same paper, and held at 25°C in the dark over 3 days for germination. Then, when the plants sufficiently elongated their stems, they were transferred to a hydroponic system culture that consisted of a thin polyurethane raft with holes on which plants inserted in plastic lids were held floating on the aerated nutrient solution. Plants grew in a growth chamber at 22°C (day)/20°C (night) temperatures, with relative humidity (RH) between 50 and 70%, and a 14-h photoperiod at a photosynthetic irradiance of 300 μmol m
−2 s
−1 provided by white fluorescent light (10,000 lx).
The nutrient solution used was R&M (
105), whose composition is the following: macronutrients, 2 mM Ca(NO
3)
2, 0.75 mM K
2SO
4, 0.65 mM MgSO
4, 0.5 mM KH
2PO
4, and micronutrients, 50 μM KCl, 10 μM H
3BO
3, 1 μM MnSO
4, 0.5 μM CuSO
4, 0.5 μM ZnSO
4, 0.05 μM (NH
4)6Mo
7O
24, and 10 μM Fe-EDDHA [ethylenediaminedi(
O-hydroxyphenylacetic) acid].
After 10 days and 13 days of growth, for cucumber and melon, respectively, plants were separated into four groups that subsequently constituted the 4 treatments, as described below.
The specimens of
S. littoralis used in this work came from a colony established at the insectarium of the Agricultural and Forestry Entomology Laboratory of the University of Córdoba; the growth chamber was maintained under the following conditions: 26 ± 2°C, 70% ± 5% relative humidity (RH), and a photoperiod of 16:8 h (light [L]/dark [D] ratio) (
2,
106).
Fungal strain and inoculum preparation.
A
Metarhizium brunneum (EAMa 01/58-Su) strain from the culture collection of the Agronomy Department, University of Córdoba (Spain), was used in all experiments (Spanish Type Culture Collection accession number
20764). Detailed information about the fungal strain can be found in the work of García-Espinoza et al. (
18). Transient and temporary endophytic colonization of melon plants by this strain has been previously demonstrated in foliar application (
5,
6), and the positive effects on growth promotion and response to Fe deficiency of
M. brunneum have been described previously (
107–109) in several cultivated species. Recently, we unraveled the direct and indirect mechanisms used by this strain for Fe acquisition by cucurbits (
18).
To provide an inoculum for experiments, the strain was subcultured from stored slant cultures on potato dextrose agar (PDA) in petri dishes and grown for 15 days at 25°C in darkness. Then, inoculum preparation was carried out by scraping the conidia from the petri plates into a sterile solution of 0.1% Tween 80, followed by sonication for 5 min to homogenize the inoculum and filtration through several layers of cheesecloth to remove any mycelia. A hemocytometer (Malassez chamber; Blau Brand, Wertheim, Germany) was used to estimate conidial concentration, which was finally adjusted to 1 × 107 conidia/mL by adding a sterile solution of distilled water with 0.1% Tween 80.
Root priming.
Melon and cucumber plants with two true leaves were selected and placed in trays with 2.5 L of fungal inoculum suspension, previously adjusted to 1 × 107 conidia/mL. Control plants (nonprimed) were placed in trays with 2.5 L of 0.1% Tween 80. All plants were maintained in continuous agitation for 30 min. After that, EAMa 01/58-Su-primed plants, here called Mb-Primed, and nonprimed plants were transferred to two different nutritional conditions, Fe sufficient (+Fe40μM) and deficient (−Fe), so that finally four treatments were used: Control +Fe40μM (nonprimed), Mb-Primed +Fe40μM, Control −Fe (nonprimed), and Mb-Primed −Fe.
Relative expression of defense mechanism-related genes and effects on S. littoralis fitness.
In a first series of experiments, the relative expression levels of 18 ISR- and SAR-related genes were studied over the 7 days postpriming (dpp) without insect pest presence. For that, samples of roots and shoots, separately, were collected daily from 1 to 7 dpp, frozen immediately with liquid nitrogen, and subsequently stored at −80°C. A total of 42 plants were used for each treatment and plant species (6 plants per day and treatment for each plant species). The whole assay with both species of
Cucumis was repeated twice (
Fig. 13A).
Based on the gene expression results obtained,
C. sativus was chosen for this part of the study. A group of cucumber plants were used to study the impact of root priming by the fungus on
S. littoralis fitness. For that, plant roots were primed as previously described, and at 2 dpp, 50 larvae of
S. littoralis (L2) were introduced and confined in methacrylate boxes to observe larval development. A second priming was applied to the roots 8 days after the first one. Larvae were fed daily with fragments of leaves of plants from their respective treatment over 15 days. After these 15 days, the larvae were fed with an artificial diet until they reached the pupal stage. Larval mortality and development were monitored daily. The larval stage length, pupal abnormality, and pupal weight were recorded; the larvae were weighed at the beginning of the study and at 8 and 16 dpp. The assay was set up into four treatments, as previously explained, with 5 replicates (10 larvae per replicate). The relative expression of genes was studied only in shoots after the second priming (
Fig. 13B).
RNA isolation, cDNA synthesis, and reverse transcription-quantitative PCR (qRT-PCR) analysis.
Real-time PCR analysis was carried out as previously described by García et al. (
104). Briefly, roots and leaves were ground to a fine powder with a mortar and pestle in liquid nitrogen. Total RNA was extracted using the Tri reagent solution (Molecular Research Center, Inc., Cincinnati, OH, USA) according to the manufacturer’s instructions. cDNA synthesis was performed by using the iScript cDNA synthesis kit (Bio-Rad Laboratories, Inc, Hercules, CA, USA) from 3 μg of DNase-treated RNA as the template. As an internal control, 18S cDNA was amplified using the QuantumRNA Universal 18S Standards primer set (Ambion, Austin, TX, USA); the thermal cycler program was one initial cycle of 94°C for 5 min, followed by cycles of 94°C for 45 s, 55°C for 45 s, and 72°C for 1 min, with 27 to 30 cycles, all followed by a final 72°C elongation cycle of 7 min (
110–113).
The study of gene expression by qRT-PCR was performed in a qRT-PCR Bio-Rad CFX Connect thermal cycler and the following amplification profile: initial denaturation and polymerase activation (95°C for 3 min), amplification and quantification repeated 40 times (94°C for 10 s, 57°C for 15 s, and 72°C for 30 s), and a final melting curve stage of 65°C to 95°C with an increase of 0.5°C for 5 s to ensure the absence of primer dimer or nonspecific amplification products (
104). PCR mixtures were set up with 2 μL of cDNA in 23 μL of SYBR green Bio-Rad PCR master mix, following the manufacturer’s instructions. Standard dilution curves were performed for each primer pair to confirm appropriate efficiency of amplification (
E = 100% ± 10%). Relative expression levels of ethylene- and jasmonic and salicylic acid-related genes as well as genes that encode PR proteins were studied in roots and shoots of both species,
C. sativus and
C. melo. Constitutively expressed
ACTIN and
CYCLO genes were used as reference genes to normalize qRT-PCR results. The relative expression levels were calculated from the threshold cycle (
CT) values and the primer efficiencies by the Pfaffl method (
114). Each PCR analysis was conducted on three biological replicates, and each PCR was repeated twice.
The primers used in this study are listed in
Table 1. Oligonucleotides used to amplify
ACO5,
ACS2,
ACS7,
LOX2 (for cucumber), and
PAL were designed by using Primer-Design software on the NCBI site (
115).
Detection and quantification of M. brunneum by quantitative PCR. (i) DNA isolation.
For each treatment, namely, Control +Fe40μM (nonprimed), Mb-Primed +Fe40μM, Control −Fe (nonprimed), and Mb-Primed −Fe, samples were collected from remains after feeding and stored at −20°C, from 2 to 7 dpp. After each sampling, vegetal material was surface sterilized with 1% sodium hypochlorite for 2 min, rinsed twice in sterile deionized water for 2 min each, and dried on sterile filter paper (
2,
116).
Plant material was ground to a fine powder with a mortar and pestle in liquid nitrogen. Total DNA was isolated using the HigherPurity plant DNA purification kit (Canvax Biotech S.L., Córdoba, Spain) according to the manufacturer’s instructions and resuspended in 100 μL of elution buffer. The concentration and quality of DNA were assessed by determination of absorbance at 260 nm and 280 nm in a NanoDrop 2000 (Thermo Fisher Scientific Inc.). The final concentration was homogenized to 30 ng/μL.
(ii) Quantitative PCR.
The specific primer of the
nrr gene (forward, TCA GGC GAT CTC GTG GTA AG; reverse, GGG GTG TAC TTG AGG AAT GGG) for qPCR was used (
117). Real-time PCR was performed in a qRT-PCR Bio-Rad CFX Connect thermal cycler, and the appliance was set to the following amplification profile: initial denaturation and polymerase activation (95°C for 3 min), amplification and quantification repeated 40 times (94°C for 10 s, 65°C for 15 s, and 72°C for 30 s), and a final melting curve stage of 65°C to 95°C with an increase of 0.5°C for 5 s to ensure the absence of primer dimer or nonspecific amplification products. PCR mixtures were set up with 1.3 μL of the template (40 ng total) in 18.7 μL of SYBR green Bio-Rad PCR master mix, following the manufacturer’s instructions.
Absolute quantification was carried out according to the work of Bell et al. (
118) and Barelli et al. (
117). A gradient of 1:4 from 40 ng to 0.61 pg of fungal and plant genomic DNA was used to set up standard curves; absolute quantification was determined by comparing threshold cycle numbers against the standard curve previously generated (
117,
118).
Statistical analysis.
All assays were carried out twice, and representative results of both species studied are presented. The values of qRT-PCR represent the mean ± standard error (SE) from three independent technical replicates. Results of relative expression were analyzed using one-way analysis of variance (ANOVA) followed by Dunnett’s test. * (P < 0.05), ** (P < 0.01), or *** (P < 0.001) over the bars in the figures indicates significant differences in relation to the control treatment (GraphPad Prism 9.4.0; GraphPad Software, LLC, San Diego, CA, USA).
Data for mortality and abnormality of pupae, expressed as percentages, were analyzed using a generalized linear mixed model with binomial distribution and logit link function. Significance of the treatment was analyzed with the F test and Tukey’s multiple comparisons (α < 0.05) (JMP 8.0; SAS Institute Inc.). Data for weight of pupae and larval stage duration were analyzed using analysis of variance (ANOVA) followed by a Tukey multiple-range test; different letters over the bars in the figures indicate significant differences (P < 0.05) among treatments (Statistix 9.0; Analytical Software, Tallahassee, FL, USA).
Data availability.
The data of the present study are in the possession of the authors and are available for consultation under the respective request; for any additional information, please contact the corresponding author.
ACKNOWLEDGMENTS
We thank the technician personnel of the Forest and Agricultural Entomology Area and Plant Physiology Area and Rafael Pérez-Vicente and Javier Romera Ruiz for the facilities granted in their labs.
The present study was supported by the grant PID2019-103844RB-I00 from the Spanish Ministry of Science and Innovation. Also, we acknowledge financial support from the Spanish Ministry of Science and Innovation, the Spanish State Research Agency, through the Severo Ochoa and María de Maeztu Program for Centers and Units of Excellence in R&D (reference CEX2019-000968-M). F.G.-E. was partially supported by the Consejo Nacional de Ciencia y Tecnología (CONACYT-México) with a grant (2022-000015-02EXTF-00030) from the Call for Graduate Scholarships Abroad - Doctorates in Sciences and Humanities 2022.
Conceptualization, E.Q.-M., M.Y.-Y., M.J.G., and F.G.-E.; methodology, F.G.-E., M.J.G., and M.Y.-Y.; formal analysis, F.G.-E., M.J.G., and M.Y.-Y.; writing, review and editing, F.G.-E., M.J.G., M.Y.-Y., and E.Q.-M. All authors have read and agreed to the published version of the manuscript.
We declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.